sd-webui-ipex-enhancement

This is an extension for stable-diffusion-webui, to optimize user experience with IPEX backend.

Features

• Apply ipex.optimize upon model loading.
• Fix torch.nn.functional.batch_norm for XPU fp32, IPEX < 2.1.30
  • Known impact: controlnet annotator depth_leres, depth_leres++
• Fix torch.nn.functional.interpolate for XPU when align_corners=True, IPEX < 2.1.30
  • Known impact: controlnet annotator MLSD
• Offload the following controlnet annotators to CPU, as IPEX XPU backend doesn't work as expected.
  • inpaint_only+lama
  • normal_bae
  • seg_anime_face, seg_ofade20k, seg_ofcoco, seg_ufade20k
• Offload torchvision.ops.nms to XPU, to W/A flaky Access Violation when using adetailer with torchvision==0.15.2a0+fa99a53.